| Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods | Jan 31, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir | Apr 27, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Classification of Autism Spectrum Disorder Using Supervised Learning of Brain Connectivity Measures Extracted from Synchrostates | Oct 20, 2014 | ClassificationEEG | —Unverified | 0 | 0 |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data | Apr 12, 2023 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm | Dec 8, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG Signals | Dec 13, 2022 | Autonomous DrivingBrain Computer Interface | —Unverified | 0 | 0 |
| Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network | Mar 21, 2019 | DiagnosticEEG | —Unverified | 0 | 0 |
| Classification of EEG Motor Imagery Using Deep Learning for Brain-Computer Interface Systems | May 31, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Classification of EEG Signal based on non-Gaussian Neutral Vector | Aug 2, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Forged Channel: A Breakthrough Approach for Accurate Parkinson's Disease Classification using Leave-One-Subject-Out Cross-Validation | May 3, 2023 | EEG | —Unverified | 0 | 0 |
| Classification of EEG Signals using Genetic Programming for Feature Construction | Jun 11, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Classification of Electroencephalograms during Mathematical Calculations Using Deep Learning | Aug 31, 2022 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform | Feb 5, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Classification of Epileptic EEG Signals by Wavelet based CFC | May 4, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Active Semi-supervised Transfer Learning (ASTL) for Offline BCI Calibration | May 12, 2018 | Active LearningBrain Computer Interface | —Unverified | 0 | 0 |
| Classification of executive functioning performance post-longitudinal tDCS using functional connectivity and machine learning methods | Jan 31, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure | Aug 31, 2022 | channel selectionClassification | —Unverified | 0 | 0 |
| Classification of grasping tasks based on EEG-EMG coherence | Sep 10, 2018 | Activity RecognitionClassification | —Unverified | 0 | 0 |
| A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli | Sep 14, 2023 | EEG | —Unverified | 0 | 0 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 | 0 |
| Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces | Nov 7, 2019 | Active LearningDeep Learning | —Unverified | 0 | 0 |
| Classification of High-dimensional Time Series in Spectral Domain using Explainable Features | Aug 15, 2024 | EEGfeature selection | —Unverified | 0 | 0 |
| Classification of Imagined Speech Using Siamese Neural Network | Aug 28, 2020 | ClassificationEEG | —Unverified | 0 | 0 |
| Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task | Jun 10, 2025 | EEG | —Unverified | 0 | 0 |
| Systematic Review of Experimental Paradigms and Deep Neural Networks for Electroencephalography-Based Cognitive Workload Detection | Sep 11, 2023 | EEG | —Unverified | 0 | 0 |
| Classification of Perceived Human Stress using Physiological Signals | May 13, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Classification of sleep stages from EEG, EOG and EMG signals by SSNet | Jul 3, 2023 | Deep LearningEEG | —Unverified | 0 | 0 |
| Classification of Two-channel Signals by Means of Genetic Programming | Apr 10, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis | Jul 18, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks | May 15, 2020 | Binary ClassificationBrain Computer Interface | —Unverified | 0 | 0 |
| Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers | Dec 17, 2015 | ClassificationEEG | —Unverified | 0 | 0 |
| Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance | Aug 10, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Classifying Single-Trial EEG during Motor Imagery with a Small Training Set | Jun 14, 2013 | BIG-bench Machine LearningBrain Computer Interface | —Unverified | 0 | 0 |
| Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals | Aug 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Classifying Songs with EEG | Oct 1, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition | Jun 12, 2024 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm | Jun 13, 2025 | EEGMotor Imagery | —Unverified | 0 | 0 |
| CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction | Oct 12, 2022 | EEGEEG Artifact Removal | —Unverified | 0 | 0 |
| SzCORE as a benchmark: report from the seizure detection challenge at the 2025 AI in Epilepsy and Neurological Disorders Conference | May 19, 2025 | BenchmarkingEEG | —Unverified | 0 | 0 |
| Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review | Apr 8, 2024 | DiagnosticEEG | —Unverified | 0 | 0 |
| Assessment of Unconsciousness for Memory Consolidation Using EEG Signals | May 15, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations | Mar 11, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models | Jan 15, 2016 | Active LearningEEG | —Unverified | 0 | 0 |
| Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction | Feb 17, 2017 | Brain Computer InterfaceCloud Computing | —Unverified | 0 | 0 |
| CLPVG: Circular limited penetrable visibility graph as a new network model for time series | Mar 1, 2021 | ClusteringEEG | —Unverified | 0 | 0 |
| Assessment of Subjective Creativity Skill Using EEG Induced Capsule Network | Jan 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection | Mar 11, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Assessing the importance of long-range correlations for deep-learning-based sleep staging | Feb 22, 2024 | DiagnosticEEG | —Unverified | 0 | 0 |
| TACOformer:Token-channel compounded Cross Attention for Multimodal Emotion Recognition | Jun 23, 2023 | EEGEmotion Recognition | —Unverified | 0 | 0 |
| TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window | Jan 11, 2024 | EEG | —Unverified | 0 | 0 |